Burhan

pip install fail for python >3.12

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## Description TensorRT `pip` installation fails for Python > 3.12. Discovered while testing another library for compatibility with python 3.12 ultralytics/ultralytics/issues/6800 and did not find any related open/closed issues in...

From Ultralytics Discord, request to include conversion from Labelstudio JSON to YOLO. This is the starting code shared with Discord user @hellodword who will be finishing work on this code....

Add TensorRT INT8 export capability

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PR is still a work in progress. Still needed: - [x] performance testing - [x] updates/additions to the documentation - [x] `pytests` - [x] clean up ## 🛠️ PR Summary...

YAML config file cleanups

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- Removes multiple (19 total) YAML files for model configurations - Single file to manage all YOLO models - Adds new function to stack new file layout model layers -...

updates `Results.summary` method to include `form` arg

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- Include arg `form` to select either `xyxy` or `xywh` formats returned for bounding box coordinates. - Also looks for `"n"` in `form` argument to override `normalize` argument - Checked...

Docs export table

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The idea here is to centralize the updates for the docs. Instead of going to each `.md` file to make changes to the Export Arguments table, now changes are made...

openvino int8 cal for classify + batched cal + new CI tests

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Might fix #10397 Adds conditional for `classify` task to use `check_cls_dataset` instead of `check_det_dataset` ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Improved flexibility in...

Create COCO pretrained model for obb task

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar feature requests. ### Description Using same `train_args` from DOTAv2 pretrained model for OBB. Target...

Classify Export errors with PyTorch 2.3.0

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### Search before asking - [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report. ### YOLOv8 Component Export ### Bug While testing on the server for...

Custom tuning ranges

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From [Discord conversation](https://discord.com/channels/1089800235347353640/1166727122811879434) with user @mikaboh about specifying Hyperparameter Tuning ranges. Found there was no example to show how to modify hyperparameter tuning ranges, and this method was found to...